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What’s happening with covid vaccine apps in the US

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What’s happening with covid vaccine apps in the US


A year ago, vaccines to tackle the covid pandemic still seemed like a far-off idea. Today, though, doses have been delivered to almost 40% of the world’s people—and some are being asked to prove they’re among them, leading to the rise of so-called vaccine passports. The details of these credentials vary from place to place, but at their heart they are the same: digital health records, stored on your phone, to use as proof that you are a low risk to others.

Supporters of digital vaccination credentials say the benefits are clear: they make congregating less risky while incentivizing vaccinations. But critics see drawbacks and disadvantages. They say introducing restrictions infringes on civil liberties, unfairly punishes those who cannot get vaccinated (and discriminates against those who will not), unleashes another form of surveillance, and worsens inequalities rather than eradicating them. 

Faced with this divergence of views, governments are taking very different approaches. In Europe, for example, seven countries launched a “digital green certificate” at the beginning of June, with another 21 nations due to join shortly. But some places are taking the opposite stance, strictly limiting the use of such documents or even banning their development altogether.

Along with these debates, there is still basic confusion about how systems would be used. Some, like the EU’s app, are for traveling between nations. Others, like New York State’s, are for getting into everyday places like restaurants and events. The term “passport” itself is becoming more ambiguous and more politically loaded: when California governor Gavin Newsom announced the launch of his state’s digital certificate, he specifically stated, “It’s not a passport; it’s not a requirement.”

We looked at the status of digital vaccine systems in all 50 states

President Joe Biden has already said there won’t be a national app, leaving the choice to states. Some states have banned the apps outright as examples of government overreach. Often the debate over the technology seems like a proxy for a larger question: Should governments and businesses be allowed to require vaccination for covid?

A few key takeaways:

  • Most states have addressed the technology in some way, either in legislation or in comments from a lawmaker, a public health official, or the governor.
  • 7 states have active vaccine certification apps, rising from 4 at our last count.
  • 22 states have banned the systems to some degree, typically through executive orders. Most, though not all, of these states are Republican-led. 

Each state is listed on the map according to the current legal status of vaccine apps at the time of publication. “Active” indicates that a state has created and released a digital system for showing that you have been vaccinated against covid. It does not mean that presenting vaccination credentials is mandatory state-wide, although there may be such requirements on a local level.

  • Alabama: Governor Kay Ivey signed legislation on May 24 to ban digital vaccine credentials. The Alabama House of Representatives voted 76-16 to approve the bill. (Source: AP News)
  • Alaska: Governor Mike Dunleavy issued Administrative Order No. 321 on April 26 stating that the state of Alaska will not require vaccine certification in order to travel to, or around, Alaska. (Source: Alaska State Website)
  • Arizona: A bill passed on June 30 says employees cannot be required to get vaccinated if they have “sincerely held religious beliefs, practices or observances that prevent them from getting the covid-19 vaccine.” But exceptions can be made, and, and, healthcare institutions can require employees to be vaccinated. (Source: NASHP)
  • Arkansas: On April 20, Governor Asa Hutchinson signed a law that prevents state and local governments from requiring covid-19 vaccine or proof of vaccination in order to access services. The state’s majority-Republican Senate voted 23-8 to ban digital vaccine credentials. (Source: ABC Little Rock)
  • California: As of June 11, California offers a Digital Covid-19 Vaccination Record, and, effective September 20, vaccine proof for 1,000+ person events will be required. (Source: NBC LA) Workers in schools and state and local governments need to be vaccinated by October 15, or take weekly tests. (Source: State Governor’s website). San Francisco now requires vaccine proof for many indoor leisure spaces, and Los Angeles could follow suit. (Source: NPR)
  • Colorado: While presenting vaccine credentials is not required, residents can create a digital record of their vaccine cards on a state app. (Source: Denver Post) On July 30, Governor Jared Polis announced that unvaccinated state employees have to wear masks at work and get tested twice a week (Source: AP News), while Denver city employees and high-risk private workers will need vaccinations by Sept. 30. (Source: AP News
  • Connecticut: There is no vaccine certification requirement, but in March Governor Ned Lamont said that vaccine passports could be introduced in Connecticut through the private sector (Source: CT Post) An executive order signed on August 6 mandates all employees of long-term care facilities to receive at least one dose by September 7. (Source: AP News)
  • Delaware: No plans to establish a digital system. Governor John Carney is considering a targeted approach that would aim vaccine mandates at high-risk groups. Verification of vaccination status remains a hurdle, the Governor says. (Source: Delaware Public Media)
  • Florida: Governor Ron DeSantis signed Senate Bill 2006 on April 2, effectively banning vaccine certification, blocking any business or government entity from requiring proof of covid-19 vaccination (Source: FL Governor website)
  • Georgia: Governor Brian Kemp issued executive order May 25 prohibiting vaccine proof in state government. No vaccine passport shall be required for entry into the state of Georgia. State employers shall not have different rules for employees based on vaccination status, unless such rules are implemented using an honor code system and no proof of vaccination is required. (Source: GA Governor website)
  • Hawaii: Travelers to or within Hawaii are required to upload proof of vaccination in the state’s Safe Travels program or vaccine records via several partners, including AZOVA, CLEAR and CommonPass. State and county workers need to get vaccinated as of mid-August (Source: Hawaii News Now) while college and university students are also required to show proof of vaccination or take weekly tests. (Source: Star Advertiser)
  • Idaho: Governor Brad Little issued an executive order on April 7 banning the state government from requiring or issuing vaccine digital vaccine credentials. (Source: U.S. News/AP)
  • Illinois: Public health commissioner Allison Arwady said that the “Vax Pass” will be required to attend concerts and other summer events. (Source: Illinois Policy) On August 13, Chicago Public Schools announced vaccine mandates for all teachers and staff in city schools. (Source: Chicago Sun Times)
  • Indiana: Lawmakers passed a ban on April 22. The legislation, HB 1405, bans the state or local governments from issuing or requiring vaccine certification. (Source: WFYI Indianapolis
  • Iowa: Governor Kim Reynolds signed a law, House File 889, on May 20 that will withhold state grants and contracts from local governments or businesses that require customers to prove they have received a covid vaccine. The law also prevents state and local governments from including a person’s vaccination status on a government-issued identification card. (Source: Des Moines Register)
  • Kansas: Lawmakers approved a proposal that includes a ban on vaccine certification on May 7, which has been signed into law by Governor Laura Kelly. The law “prohibits state agencies from issuing covid-19 vaccination passports to individuals without consent, or requiring vaccination passports within the state for any purpose.” (Source: NASHP)
  • Kentucky: Not required in the state. State Representative Brandon Reed has proposed a bill that would ban the government from enforcing vaccine requirements. (Source: The Times Tribune) State workers need to get vaccinated or get tested twice a week starting October 1. (Source: Lexington Herald Leader)
  • Louisiana: Vaccine certification is not required, but residents are able to show digital proof of vaccination via the LA Wallet mobile app, the state’s digital driver’s license app (Source: AP News) A citywide vaccine mandate is slated to soon require proof of vaccination or a recent negative test to gain entry into restaurants, bars and other indoor venues in New Orleans. (Source: nola.com) A statewide ban was proposed but vetoed by the governor.
  • Maine: Officials are not planning on developing a statewide vaccine certification system. Residents are encouraged to use their CDC-issued immunization record card if vaccination proof is required for an activity or for travel. (Source: AP News)
  • Maryland: Vaccine certification is not required currently, but is not off the table (Source: 11 News). The biotechnical distribution company MyBioSource.Com surveyed 3,000 Marylanders, and overall, 63% of Marylanders believe vaccine passports should be used. (Source: CBS Baltimore)
  • Massachusetts: Governor Charlie Baker said on April 8 that he is opposed to requiring proof of vaccination, but no ban has yet been passed. (Source: Boston Globe
  • Michigan: House of Representatives passed a bill, HB 4667, on June 2 to ban digital vaccine certification or any other system where individuals’ civil rights are diminished by vaccine status. (Source: U.S. News
  • Minnesota: Senate passed bill S1589-2 in May stating that no person must be required to possess, wear, or display any indicator that they have “received a negative or positive test result or possesses the antibodies for a communicable disease.” The Minnesota Department of Health has been prohibited from forcing  people to participate in covid testing, contact tracing, or digital contact tracing. (Source: Minnesota State Republican Caucus website)
  • Mississippi: Currently not pursuing the use of a certification system. Governor Tate Reeves said in April that he doesn’t support vaccine passports. (Source: CNN) House Bill 719 was introduced to ban vaccine mandates but failed to pass in April. (Source: Mississippi Clarion Ledger)
  • Missouri: Governor Mike Parson approved provisions to House Bill HB271 in June, a bill that aims to ban vaccine certification systems. The bill prohibits local governments that receive public funds from requiring proof of vaccination for access to public transportation or other services. (Source: Springfield News Leader)
  • Montana: Governor Greg Gianforte issued an executive order on April 13 prohibiting state-sponsored development and required use of vaccine proof. (Source: Montana State website
  • Nebraska: Governor Pete Ricketts issued a statement on March 13 saying that the state will not participate in the vaccine certification program. No update on statewide ban or legislation yet. (Source: Nebraska Government website)
  • Nevada: No active statewide ban on vaccine proof; it is not required within the state. Senator Jacky Rosen said on May 4 that she does not support requiring vaccine passports for local events. (Source: Las Vegas Review-Journal). Two counties, Elko and Lander, have passed resolutions to ban vaccine passports. (Source: The Nevada Independent)
  • New Hampshire: Governor Chris Sununu signed the “medical freedom” immunization bill into law on July 25. The bill prohibits government agencies (including school districts) from mandating vaccines or requiring proof of vaccination for access to their buildings or services, although that may change if covid-19 vaccination is added to the state’s required immunizations list. Some exemptions apply. (Sources: AP News, New Hampshire Bulletin)
  • New Jersey: Governor Phil Murphy said in April that he was open to the idea but that the state would follow federal guidance. (Source: Philly Inquirer); In July, the governor unveiled a phone app called Docket, which is a place to store a digital vaccine record but “is not a vaccine passport.” (Source: nj.com)
  • New Mexico: Has no plans to issue its own certification system or limit access to services based on vaccine status, but businesses are free to make their own decisions about whom to admit and serve. (Source: New Mexico Magazine
  • New York: The state has implemented a vaccine status system, the Excelsior Pass (Source: MIT Technology Review) which is available for iPhone and Android in nearly a dozen languages.(Source: NY State website) By September 13, New York City will require proof of covid-19 vaccination for indoor leisure activities. (Source: MIT Technology Review)
  • North Carolina: Not required in the state. The state House of Representatives urged Governor Roy Cooper to reject attempts to create a vaccine proof system on April 21, with 65 Republican lawmakers sending a letter to oppose it. (Source: WCNC Charlotte
  • North Dakota: Lawmakers passed a limited ban on vaccine certification and amended the ban into HB1465 on April 29. The law bans state and local governments from requiring proof documents and prohibits business—with some exceptions—from requiring vaccination documents of customers and patrons for access, entry, or services. The legislature also passed a resolution, SCR4016, urging Congress to refrain from a system for showing proof of vaccination. (Source: The Bismarck Tribune)
  • Ohio: Governor Mike DeWine made a commitment that the state will not create nor require vaccine certification, but has left the issue of private sector requirements up to individual businesses. Bill SB 111 that prohibits vaccine mandates has passed but has not been signed into law by the governor. (Source: NASHP)
  • Oklahoma: Governor Kevin Stitt issued an executive order on May 28 banning state agencies from requiring vaccinations as a condition of entry to public buildings. He also signed SB658, which prohibits schools from requiring covid vaccinations for K-12 students or implementing mask mandates that would apply only to unvaccinated students. (Source: The Oklahoman
  • Oregon: In early August, Governor Kate Brown issued new rules requiring health care workers to get vaccinated or submit to regular testing (Source: AP News); and will require all state employees to be vaccinated by October 18, including teachers and school staff. (Source: AP News) Brown also announced a strict new statewide mask mandate that even applies outdoors . (Source: AP News)
  • Pennsylvania: On July 1, Governor Tom Wolf vetoed Senate Bill 618 that sought to ban vaccine certification and limit future actions during health emergencies. (Source: PA Governor)
  • Rhode Island: Governor Dan McKee said on May 18 that he is leaving it to business owners and employers to decide mask-wearing and vaccination rules for themselves. (Source: The Providence Journal) But in August he announced that health care workers at state facilities must get vaccinated before October 1 or get tested regularly. (Source: Boston Globe) City workers in Providence will face the same measures starting in October. (Source: WPRI)
  • South Carolina: Governor Henry McMaster issued an executive order on May 11 that prevents local governments and schools from creating mask mandates. The order also bans local governments, state agencies, and state employees from requiring vaccine credentials. (Source: WebMD)
  • South Dakota: Governor Kristi Noem issued an executive order on April 21 banning the development or use of vaccine proof systems. (Source AP News)
  • Tennessee: State senate passed a ban on vaccine passports with SB0858 on April 14; Governor Bill Lee said in April on Twitter he “opposes vaccine passports. The covid-19 vaccine should be a personal health choice, not a government requirement.” (Source: The Hill)
  • Texas: Governor Greg Abbot signed bill SB968 into law on June 7, which bans businesses from requiring proof of the vaccine; vaccine proofs are prohibited in the state. (Source: Texas Tribune). Local vaccine mandates are also banned via executive order (Source: NPR). 
  • Utah: A law passed in April, HB308, blocks state government from requiring people to get vaccinated. (Source: Salt Lake Tribune) Governor Spencer Cox confirmed that vaccine certification will not be used in the state. (Source: CBS Local KUTV)
  • Vermont: House of Representatives introduced a bill, H452, to ban vaccine proof systems on May 20, but the bill did not advance. (Source: Vermont Daily Chronicle) In a recent announcement, Governor Phil Scott instituted a vaccine requirement for staff at some state facilities. Unvaccinated workers at these facilities will have to submit to regular testing. (Source: VPR)
  • Virginia: Governor Ralph Northam has not ruled out proof of vaccination as a condition for entry into certain places—but in May he said his administration has no plans to use them in the state. (Source: Wavy.Com)
  • Washington: Although a senator introduced a ban in April (which has not passed), Governor Jay Inslee announced new vaccine mandates for state and health care workers, who will be required to show vaccine proof by October 18. (Source: AP News) Amid a spike in cases, the requirements expanded to include teachers and school staff, including those at state colleges and universities. (Source: AP News)
  • West Virginia: No requirements, but Governor Jim Justice has not prohibited proof-of-vaccination requirements at any level of government. (Source: Ballotpedia)  
  • Wisconsin: No active ban or requirements for vaccine credentials; a series of bills were introduced in April to ban vaccine proof systems in the state. (Source: CBS Milwaukee)
  • Wyoming: Governor Mark Gordon issued a directive on May 7 preventing state agencies, boards, and commissions from requiring people to show vaccination status to access state spaces or get state services (Source: Oil City News). Representative Chuck Gray said on June 8 he is drafting a bill to officially ban vaccine certification systems in the state. (Source: Oil City News)

What’s next

If you have information on how in your city, state, or country is using vaccine certification, or if you know of unusual uses of covid status apps, please help us keep our list up to date by emailing ctt@technologyreview.com. We will update as new information comes to light.

A previous version of this story was published on July 1, 2021. This story is part of the Pandemic Technology Project, supported by the Rockefeller Foundation.



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Why I became a TechTrekker

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group jumps into the air with snowy mountains in the background


My senior spring in high school, I decided to defer my MIT enrollment by a year. I had always planned to take a gap year, but after receiving the silver tube in the mail and seeing all my college-bound friends plan out their classes and dorm decor, I got cold feet. Every time I mentioned my plans, I was met with questions like “But what about school?” and “MIT is cool with this?”

Yeah. MIT totally is. Postponing your MIT start date is as simple as clicking a checkbox. 

Sofia Pronina (right) was among those who hiked to the Katla Glacier during this year’s TechTrek to Iceland.

COURTESY PHOTO

Now, having finished my first year of classes, I’m really grateful that I stuck with my decision to delay MIT, as I realized that having a full year of unstructured time is a gift. I could let my creative juices run. Pick up hobbies for fun. Do cool things like work at an AI startup and teach myself how to create latte art. My favorite part of the year, however, was backpacking across Europe. I traveled through Austria, Slovakia, Russia, Spain, France, the UK, Greece, Italy, Germany, Poland, Romania, and Hungary. 

Moreover, despite my fear that I’d be losing a valuable year, traveling turned out to be the most productive thing I could have done with my time. I got to explore different cultures, meet new people from all over the world, and gain unique perspectives that I couldn’t have gotten otherwise. My travels throughout Europe allowed me to leave my comfort zone and expand my understanding of the greater human experience. 

“In Iceland there’s less focus on hustle culture, and this relaxed approach to work-life balance ends up fostering creativity. This was a wild revelation to a bunch of MIT students.”

When I became a full-time student last fall, I realized that StartLabs, the premier undergraduate entrepreneurship club on campus, gives MIT undergrads a similar opportunity to expand their horizons and experience new things. I immediately signed up. At StartLabs, we host fireside chats and ideathons throughout the year. But our flagship event is our annual TechTrek over spring break. In previous years, StartLabs has gone on TechTrek trips to Germany, Switzerland, and Israel. On these fully funded trips, StartLabs members have visited and collaborated with industry leaders, incubators, startups, and academic institutions. They take these treks both to connect with the global startup sphere and to build closer relationships within the club itself.

Most important, however, the process of organizing the TechTrek is itself an expedited introduction to entrepreneurship. The trip is entirely planned by StartLabs members; we figure out travel logistics, find sponsors, and then discover ways to optimize our funding. 

two students soaking in a hot spring in Iceland

COURTESY PHOTO

In organizing this year’s trip to Iceland, we had to learn how to delegate roles to all the planners and how to maintain morale when making this trip a reality seemed to be an impossible task. We woke up extra early to take 6 a.m. calls with Icelandic founders and sponsors. We came up with options for different levels of sponsorship, used pattern recognition to deduce the email addresses of hundreds of potential contacts at organizations we wanted to visit, and all got scrappy with utilizing our LinkedIn connections.

And as any good entrepreneur must, we had to learn how to be lean and maximize our resources. To stretch our food budget, we planned all our incubator and company visits around lunchtime in hopes of getting fed, played human Tetris as we fit 16 people into a six-person Airbnb, and emailed grocery stores to get their nearly expired foods for a discount. We even made a deal with the local bus company to give us free tickets in exchange for a story post on our Instagram account. 

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The Download: spying keyboard software, and why boring AI is best

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🧠


This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology.

How ubiquitous keyboard software puts hundreds of millions of Chinese users at risk

For millions of Chinese people, the first software they download onto devices is always the same: a keyboard app. Yet few of them are aware that it may make everything they type vulnerable to spying eyes. 

QWERTY keyboards are inefficient as many Chinese characters share the same latinized spelling. As a result, many switch to smart, localized keyboard apps to save time and frustration. Today, over 800 million Chinese people use third-party keyboard apps on their PCs, laptops, and mobile phones. 

But a recent report by the Citizen Lab, a University of Toronto–affiliated research group, revealed that Sogou, one of the most popular Chinese keyboard apps, had a massive security loophole. Read the full story. 

—Zeyi Yang

Why we should all be rooting for boring AI

Earlier this month, the US Department of Defense announced it is setting up a Generative AI Task Force, aimed at “analyzing and integrating” AI tools such as large language models across the department. It hopes they could improve intelligence and operational planning. 

But those might not be the right use cases, writes our senior AI reporter Melissa Heikkila. Generative AI tools, such as language models, are glitchy and unpredictable, and they make things up. They also have massive security vulnerabilities, privacy problems, and deeply ingrained biases. 

Applying these technologies in high-stakes settings could lead to deadly accidents where it’s unclear who or what should be held responsible, or even why the problem occurred. The DoD’s best bet is to apply generative AI to more mundane things like Excel, email, or word processing. Read the full story. 

This story is from The Algorithm, Melissa’s weekly newsletter giving you the inside track on all things AI. Sign up to receive it in your inbox every Monday.

The ice cores that will let us look 1.5 million years into the past

To better understand the role atmospheric carbon dioxide plays in Earth’s climate cycles, scientists have long turned to ice cores drilled in Antarctica, where snow layers accumulate and compact over hundreds of thousands of years, trapping samples of ancient air in a lattice of bubbles that serve as tiny time capsules. 

By analyzing those cores, scientists can connect greenhouse-gas concentrations with temperatures going back 800,000 years. Now, a new European-led initiative hopes to eventually retrieve the oldest core yet, dating back 1.5 million years. But that impressive feat is still only the first step. Once they’ve done that, they’ll have to figure out how they’re going to extract the air from the ice. Read the full story.

—Christian Elliott

This story is from the latest edition of our print magazine, set to go live tomorrow. Subscribe today for as low as $8/month to ensure you receive full access to the new Ethics issue and in-depth stories on experimental drugs, AI assisted warfare, microfinance, and more.

The must-reads

I’ve combed the internet to find you today’s most fun/important/scary/fascinating stories about technology.

1 How AI got dragged into the culture wars
Fears about ‘woke’ AI fundamentally misunderstand how it works. Yet they’re gaining traction. (The Guardian
+ Why it’s impossible to build an unbiased AI language model. (MIT Technology Review)
 
2 Researchers are racing to understand a new coronavirus variant 
It’s unlikely to be cause for concern, but it shows this virus still has plenty of tricks up its sleeve. (Nature)
Covid hasn’t entirely gone away—here’s where we stand. (MIT Technology Review)
+ Why we can’t afford to stop monitoring it. (Ars Technica)
 
3 How Hilary became such a monster storm
Much of it is down to unusually hot sea surface temperatures. (Wired $)
+ The era of simultaneous climate disasters is here to stay. (Axios)
People are donning cooling vests so they can work through the heat. (Wired $)
 
4 Brain privacy is set to become important 
Scientists are getting better at decoding our brain data. It’s surely only a matter of time before others want a peek. (The Atlantic $)
How your brain data could be used against you. (MIT Technology Review)
 
5 How Nvidia built such a big competitive advantage in AI chips
Today it accounts for 70% of all AI chip sales—and an even greater share for training generative models. (NYT $)
The chips it’s selling to China are less effective due to US export controls. (Ars Technica)
+ These simple design rules could turn the chip industry on its head. (MIT Technology Review)
 
6 Inside the complex world of dissociative identity disorder on TikTok 
Reducing stigma is great, but doctors fear people are self-diagnosing or even imitating the disorder. (The Verge)
 
7 What TikTok might have to give up to keep operating in the US
This shows just how hollow the authorities’ purported data-collection concerns really are. (Forbes)
 
8 Soldiers in Ukraine are playing World of Tanks on their phones
It’s eerily similar to the war they are themselves fighting, but they say it helps them to dissociate from the horror. (NYT $)
 
9 Conspiracy theorists are sharing mad ideas on what causes wildfires
But it’s all just a convoluted way to try to avoid having to tackle climate change. (Slate $)
 
10 Christie’s accidentally leaked the location of tons of valuable art 🖼📍
Seemingly thanks to the metadata that often automatically attaches to smartphone photos. (WP $)

Quote of the day

“Is it going to take people dying for something to move forward?”

—An anonymous air traffic controller warns that staffing shortages in their industry, plus other factors, are starting to threaten passenger safety, the New York Times reports.

The big story

Inside effective altruism, where the far future counts a lot more than the present

" "

VICTOR KERLOW

October 2022

Since its birth in the late 2000s, effective altruism has aimed to answer the question “How can those with means have the most impact on the world in a quantifiable way?”—and supplied methods for calculating the answer.

It’s no surprise that effective altruisms’ ideas have long faced criticism for reflecting white Western saviorism, alongside an avoidance of structural problems in favor of abstract math. And as believers pour even greater amounts of money into the movement’s increasingly sci-fi ideals, such charges are only intensifying. Read the full story.

—Rebecca Ackermann

We can still have nice things

A place for comfort, fun and distraction in these weird times. (Got any ideas? Drop me a line or tweet ’em at me.)

+ Watch Andrew Scott’s electrifying reading of the 1965 commencement address ‘Choose One of Five’ by Edith Sampson.
+ Here’s how Metallica makes sure its live performances ROCK. ($)
+ Cannot deal with this utterly ludicrous wooden vehicle
+ Learn about a weird and wonderful new instrument called a harpejji.



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Why we should all be rooting for boring AI

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Why we should all be rooting for boring AI


This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here.

I’m back from a wholesome week off picking blueberries in a forest. So this story we published last week about the messy ethics of AI in warfare is just the antidote, bringing my blood pressure right back up again. 

Arthur Holland Michel does a great job looking at the complicated and nuanced ethical questions around warfare and the military’s increasing use of artificial-intelligence tools. There are myriad ways AI could fail catastrophically or be abused in conflict situations, and there don’t seem to be any real rules constraining it yet. Holland Michel’s story illustrates how little there is to hold people accountable when things go wrong.  

Last year I wrote about how the war in Ukraine kick-started a new boom in business for defense AI startups. The latest hype cycle has only added to that, as companies—and now the military too—race to embed generative AI in products and services. 

Earlier this month, the US Department of Defense announced it is setting up a Generative AI Task Force, aimed at “analyzing and integrating” AI tools such as large language models across the department. 

The department sees tons of potential to “improve intelligence, operational planning, and administrative and business processes.” 

But Holland Michel’s story highlights why the first two use cases might be a bad idea. Generative AI tools, such as language models, are glitchy and unpredictable, and they make things up. They also have massive security vulnerabilities, privacy problems, and deeply ingrained biases.  

Applying these technologies in high-stakes settings could lead to deadly accidents where it’s unclear who or what should be held responsible, or even why the problem occurred. Everyone agrees that humans should make the final call, but that is made harder by technology that acts unpredictably, especially in fast-moving conflict situations. 

Some worry that the people lowest on the hierarchy will pay the highest price when things go wrong: “In the event of an accident—regardless of whether the human was wrong, the computer was wrong, or they were wrong together—the person who made the ‘decision’ will absorb the blame and protect everyone else along the chain of command from the full impact of accountability,” Holland Michel writes. 

The only ones who seem likely to face no consequences when AI fails in war are the companies supplying the technology.

It helps companies when the rules the US has set to govern AI in warfare are mere recommendations, not laws. That makes it really hard to hold anyone accountable. Even the AI Act, the EU’s sweeping upcoming regulation for high-risk AI systems, exempts military uses, which arguably are the highest-risk applications of them all. 

While everyone is looking for exciting new uses for generative AI, I personally can’t wait for it to become boring. 

Amid early signs that people are starting to lose interest in the technology, companies might find that these sorts of tools are better suited for mundane, low-risk applications than solving humanity’s biggest problems.

Applying AI in, for example, productivity software such as Excel, email, or word processing might not be the sexiest idea, but compared to warfare it’s a relatively low-stakes application, and simple enough to have the potential to actually work as advertised. It could help us do the tedious bits of our jobs faster and better.

Boring AI is unlikely to break as easily and, most important, won’t kill anyone. Hopefully, soon we’ll forget we’re interacting with AI at all. (It wasn’t that long ago when machine translation was an exciting new thing in AI. Now most people don’t even think about its role in powering Google Translate.) 

That’s why I’m more confident that organizations like the DoD will find success applying generative AI in administrative and business processes. 

Boring AI is not morally complex. It’s not magic. But it works. 

Deeper Learning

AI isn’t great at decoding human emotions. So why are regulators targeting the tech?

Amid all the chatter about ChatGPT, artificial general intelligence, and the prospect of robots taking people’s jobs, regulators in the EU and the US have been ramping up warnings against AI and emotion recognition. Emotion recognition is the attempt to identify a person’s feelings or state of mind using AI analysis of video, facial images, or audio recordings. 

But why is this a top concern? Western regulators are particularly concerned about China’s use of the technology, and its potential to enable social control. And there’s also evidence that it simply does not work properly. Tate Ryan-Mosley dissected the thorny questions around the technology in last week’s edition of The Technocrat, our weekly newsletter on tech policy.

Bits and Bytes

Meta is preparing to launch free code-generating software
A version of its new LLaMA 2 language model that is able to generate programming code will pose a stiff challenge to similar proprietary code-generating programs from rivals such as OpenAI, Microsoft, and Google. The open-source program is called Code Llama, and its launch is imminent, according to The Information. (The Information

OpenAI is testing GPT-4 for content moderation
Using the language model to moderate online content could really help alleviate the mental toll content moderation takes on humans. OpenAI says it’s seen some promising first results, although the tech does not outperform highly trained humans. A lot of big, open questions remain, such as whether the tool can be attuned to different cultures and pick up context and nuance. (OpenAI)

Google is working on an AI assistant that offers life advice
The generative AI tools could function as a life coach, offering up ideas, planning instructions, and tutoring tips. (The New York Times)

Two tech luminaries have quit their jobs to build AI systems inspired by bees
Sakana, a new AI research lab, draws inspiration from the animal kingdom. Founded by two prominent industry researchers and former Googlers, the company plans to make multiple smaller AI models that work together, the idea being that a “swarm” of programs could be as powerful as a single large AI model. (Bloomberg)

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